Gianna Paulin

Gianna Paulin

Eidgenössische Technische Hochschule ETH Zürich - Zurich / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 5332517
Swiss Federal Institute of Technology ETH Zurich
person_outline Gianna Paulin's MOST POPULAR ARTICLES
1-) Chipmunk: A systolically scalable 0.9 mm2, 3.08Gop/s/mW @ 1.2 mW accelerator for near-sensor recurrent neural network inferenceF Conti, L Cavigelli, G Paulin, I Susmelj, L Benini2018 IEEE Custom Integrated Circuits Conference (CICC), 1-4, 2018502018
2-) 22.1 A 12.4 TOPS/W@ 136GOPS AI-IoT system-on-chip with 16 RISC-V, 2-to-8b precision-scalable DNN acceleration and 30%-boost adaptive body biasingF Conti, D Rossi, G Paulin, A Garofalo, A Di Mauro, G Rutishauer, ...2023 IEEE International Solid-State Circuits Conference (ISSCC), 21-23, 2023132023
3-) MiniFloat-NN and ExSdotp: An ISA extension and a modular open hardware unit for low-precision training on RISC-V coresL Bertaccini, G Paulin, T Fischer, S Mach, L Benini2022 IEEE 29th Symposium on Computer Arithmetic (ARITH), 1-8, 2022132022
4-) Marsellus: A heterogeneous RISC-V AI-IoT end-node SoC with 2–8 b DNN acceleration and 30%-boost adaptive body biasingF Conti, G Paulin, A Garofalo, D Rossi, A Di Mauro, G Rutishauser, ...IEEE Journal of Solid-State Circuits 59 (1), 128-142, 2023112023
5-) Ita: An energy-efficient attention and softmax accelerator for quantized transformersG Islamoglu, M Scherer, G Paulin, T Fischer, VJB Jung, A Garofalo, ...2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 202392023